Model comparison

canary-1b-flash vs cohere-transcribe-03-2026

At Q4_K_M, canary-1b-flash is the smaller download — 677,141,280 bytes against 1,558,162,944.

From the file· summed bytes, KV per layer

Side by side

canary-1b-flashcohere-transcribe-03-2026
Parameters811M2.1B
Architecturecanarycohere_asr
Layers
Native context
Mixture of expertsnono
Quantizations published611
Smallest quantization0.63 GiB1.41 GiB
Q4_K_M0.63 GiB1.45 GiB
Licencecc-by-4.0apache-2.0

KV cache by context

the term that decides long-context viability
Contextcanary-1b-flashcohere-transcribe-03-2026Ratio
4,096
8,192
16,384
32,768
65,536
131,072